@文章{信息:doi/10.2196/16728，作者=“Osadchiy, Vadim and Mills, Jesse Nelson and Eleswarapu, Sriram Venkata”，标题=“了解社交媒体时代的患者焦虑:在线男性不育社区的定性分析和自然语言处理”，期刊=“J Med Internet Res”，年=“2020”，月=“3”，日=“10”，卷=“22”，数=“3”，页=“e16728”，关键词=“社交媒体;不孕不育,男性;在线社交网络;Reddit;背景:与不孕症作斗争的夫妇越来越多地转向互联网寻找与不孕症相关的内容，并与其他人联系。大多数已发表的关于不孕不育和互联网的数据只涉及女性的经历，有限的研究只专注于互联网上关于男性因素不孕不育的讨论。目的:本研究的目的是了解在线男性不育社区讨论者的担忧和经验，并深入了解他们与医疗保健专业人员互动的看法。方法:使用大规模数据分析工具BigQuery，我们提取了2017年11月至2018年10月在社交媒体网站和讨论板Reddit的r/ male不孕症社区(877名成员)的所有帖子。我们对提取的帖子进行了定性主题分析和定量语义分析，以确定讨论的主要主题和子主题。计算描述性统计和语义分析z值。 Results: From the analysis of 97 posts, notable themes and subthemes emerged: 70 (72{\%}) posts shared personal experiences, including feeling emasculated or isolated or describing a negative (28/97, 29{\%}), positive (13/97, 13{\%}), or neutral (56/97, 58{\%}) experience with a health care professional; 19{\%} (18/97) of the posts posed questions about personal semen analysis results. On the basis of semantic analysis, posts by men had higher authenticity scores (Z=3.44; P<.001), suggesting more honest or personal texts, but lower clout scores (Z=4.57; P<.001), suggesting a more tentative or anxious style of writing, compared with posts by women. Conclusions: To our knowledge, this study represents the first evaluation of a social media community focused exclusively on male infertility using mixed methodology. These results suggest a role for physicians on social media to engage with patients and connect them to accurate resources, in addition to opportunities to improve in-office patient education. ", issn="1438-8871", doi="10.2196/16728", url="//www.mybigtv.com/2020/3/e16728/", url="https://doi.org/10.2196/16728", url="http://www.ncbi.nlm.nih.gov/pubmed/32154785" }